Combining Evolutionary Algorithms and deep RL in various ways
☆109Nov 17, 2020Updated 5 years ago
Alternatives and similar repositories for CEM-RL
Users that are interested in CEM-RL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Codebase for Evolutionary Reinforcement Learning (ERL) from the paper "Evolution-Guided Policy Gradients in Reinforcement Learning" publi…☆253Sep 13, 2020Updated 6 years ago
- Code for "Proximal Distilled Evolutionary Reinforcement Learning", accepted at AAAI 2020☆59Jul 25, 2024Updated 2 years ago
- ☆17Dec 12, 2020Updated 5 years ago
- Evolution-based Soft Actor-Critic (ESAC)☆42Jul 25, 2024Updated 2 years ago
- Implementation of Population-Guided Parallel Policy Search for Reinforcement Learning☆22Jan 9, 2020Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Code to run the ASEBO algorithm from the paper: From Complexity to Simplicity: Adaptive ES-Active Subspaces for Blackbox Optimization... …☆16Oct 14, 2020Updated 6 years ago
- ☆72Jan 3, 2023Updated 3 years ago
- Paper: Challenges in High-dimensional Reinforcement Learning with Evolution Strategies☆29May 30, 2022Updated 4 years ago
- Code from the paper "Effective Diversity in Population Based Reinforcement Learning", presented as a spotlight at NeurIPS 2020. This is t…☆45Oct 29, 2020Updated 6 years ago
- ☆77May 24, 2019Updated 7 years ago
- Official implementation of "Approximating Gradients for Differentiable Quality Diversity in Reinforcement Learning"☆21Oct 3, 2022Updated 4 years ago
- Combining Evolutionary Algorithms and deep Reinforcement Learning☆19Jul 17, 2018Updated 8 years ago
- (ICML 2024) The official code for EvoRainbow: Combining Improvements in Evolutionary Reinforcement Learning for Policy Search☆39Feb 3, 2026Updated 8 months ago
- Hill-Valley Evolutionary Algorithm (GECCO2018)☆10Aug 12, 2019Updated 7 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Code for Unifying Gradient Estimators for Meta-Reinforcement Learning via Off-Policy Evaluation @ NeurIPS 2021☆13Nov 3, 2021Updated 4 years ago
- ☆14Jun 26, 2019Updated 7 years ago
- A Python implementation of COMO-CMA-ES, a non-elitist multiobjective Evolution Strategy☆18Jan 24, 2026Updated 9 months ago
- A Surrogate-Assisted Controller for Expensive Evolutionary Reinforcement Learning☆16Jan 19, 2023Updated 3 years ago
- Open source demo for the paper Learning to Score Behaviors for Guided Policy Optimization☆24Jun 24, 2020Updated 6 years ago
- Code for the paper Model-Predictive Control via Cross-Entropy and Gradient-Based Optimization☆68Apr 21, 2020Updated 6 years ago
- This is the official implementation of ERL-Re2.☆73Jun 18, 2024Updated 2 years ago
- Guided Evolutionary Strategies☆273Apr 6, 2023Updated 3 years ago
- Affect-based Intrinsic Rewards for Learning General Representations: https://arxiv.org/abs/1912.00403☆12Aug 30, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Source code for ICLR 2020 paper: "Learning to Guide Random Search"☆40Sep 2, 2024Updated 2 years ago
- (GECCO 2022) CMA-ES with Margin: Lower-Bounding Marginal Probability for Mixed-Integer Black-Box Optimization☆34Mar 20, 2024Updated 2 years ago
- In Progress : State of the art Distributed Distributional Deep Deterministic Policy Gradient algorithm implementation in pytorch.☆19Jun 15, 2018Updated 8 years ago
- Repository for the QDgym code. A framework for Quality Diversity optimization benchmark tasks based OpenAI Gym.☆25May 18, 2021Updated 5 years ago
- **Sferes2 module** CVT-MAP-Elites module for Sferes2☆10Dec 2, 2018Updated 7 years ago
- A python implementation of differentiable quality diversity.☆51Oct 29, 2021Updated 5 years ago
- **Sferes2 module** A unifying modular framework for Quality-Diversity algorithms☆22Nov 6, 2020Updated 5 years ago
- An implementation of the Augmented Random Search algorithm☆436Sep 29, 2021Updated 5 years ago
- Safe Reinforcement Learning algorithms☆75Aug 27, 2022Updated 4 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Self-Supervised Attention-Aware Reinforcement Learning☆18May 20, 2022Updated 4 years ago
- A tool for training robots through evolutionary and reinforcement learning methods☆12Jun 15, 2023Updated 3 years ago
- A library that makes Evolutionary Strategies (ES) simple to use.☆180Apr 14, 2021Updated 5 years ago
- Library for optimization with the model-based evolutionary algorithm GOMEA (Gene-pool Optimal Mixing Evolutionary Algorithm)☆28Jul 12, 2025Updated last year
- A Modular Library for Off-Policy Reinforcement Learning with a focus on SafeRL and distributed computing☆136Aug 29, 2025Updated last year
- Repository for the PGA-MAP-Elites algorithm. PGA-MAP-Elites was developed to efficiently scale MAP-Elites to large genotypes and noisy d…☆59Oct 18, 2021Updated 5 years ago
- Code for the paper "Learning Step-Size Adaptation in CMA-ES"☆13Mar 24, 2023Updated 3 years ago